[HTML][HTML] Artificial Intelligence tool for fire safety design (IFETool): Demonstration in large open spaces

Y Zeng, X Zhang, L Su, X Wu, H Xinyan - Case Studies in Thermal …, 2022 - Elsevier
Fire modelling is a common practice in building fire safety analysis, but it is costly. This work
develops an AI software, Intelligent Fire Engineering Tool (IFETool), to speed up the fire …

Smart building fire safety design driven by artificial intelligence

Y Zeng, X Huang - Interpretable Machine Learning for the Analysis Design …, 2024 - Elsevier
The recent rise of numerical fire modeling has revealed the performance of building fire
safety and code. However, high-fidelity fire simulation is costly and difficult to analyze. This …

Experimental and computational study of smoke dynamics from multiple fire sources inside a large-volume building

G Vigne, W Węgrzyński, A Cantizano, P Ayala… - Building simulation, 2021 - Springer
Fire in large-volume buildings poses separate and distinct challenges from compartmented
spaces. In particular, the risk it poses on life safety is mostly due to the smoke it produces, its …

[HTML][HTML] Review and application of engineering design models for building fire smoke movement and control

M Luo, Y Zeng, LC Su, X Huang - … Management Science and …, 2024 - maxapress.com
Since the 1970s, researchers have developed semi-empirical models to describe fire smoke
movement inside buildings, but there are three major issues. Firstly, several plume models …

[HTML][HTML] Numerical and experimental investigation on the effect of heat release rate in the evolution of fire whirls

A Cantizano, P Ayala, E Arenas, JR Pérez… - Case Studies in Thermal …, 2023 - Elsevier
Buildings with large internal spaces, such as vertical shafts or atria, are widespread
nowadays. In the case of fire, internal air currents may generate devastating fire whirls that …

A new approach to smoke control systems in complex atria

D Brzezińska, M Brzezińska - Building Services Engineering …, 2024 - journals.sagepub.com
Large occupied spaces such as the atria can have additional internal elements like
balconies, stairs, or decorations. Unfortunately, detailed design rules for smoke …

Validity of methods for analytically solving the governing equation of smoke filling in enclosures with floor leaks and growing fires

Y Zhou, Q Meng - Fire technology, 2021 - Springer
The main objective of this paper is to evaluate the validity of the existing methods for
analytically solving the governing equation of smoke filling in enclosures with floor leaks and …

[HTML][HTML] Numerical simulation of smoke natural filling in ultra-thin and tall atrium

J Wang, C Du, H Zhang - Case Studies in Thermal Engineering, 2021 - Elsevier
In this paper, the natural filling law of smoke in ultra-thin and tall atrium was studied by
means of numerical simulations. The results show that, the axial plume velocity of the ultra …

Effects of makeup air on atrium smoke conditions: A review

W Lei, Y Qi, A Li, S Mei - Indoor and Built Environment, 2023 - journals.sagepub.com
Makeup air is important for fire smoke control systems, and the effects of makeup air on
atrium smoke conditions have long been a concern. Requirements for makeup air velocities …

Numerical and experimental investigation on the effect of heat release rate in the evolution of fire whirls

A Cantizano González, P Ayala Santamaría… - 2023 - repositorio.comillas.edu
Buildings with large internal spaces, such as vertical shafts or atria, are widespread
nowadays. In the case of fire, internal air currents may generate devastating fire whirls that …